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Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance with Machine Learning [article]

Szymon Szott, Katarzyna Kosek-Szott, Piotr Gawłowicz, Jorge Torres Gómez, Boris Bellalta, Anatolij Zubow, Falko Dressler
2022 arXiv   pre-print
Much research has been published on using ML to improve Wi-Fi performance and solutions are slowly being adopted in existing deployments.  ...  Based on this review, we identify specific open challenges and provide general future research directions.  ...  For instance, based on the predicted traffic, APs can improve load balancing and admission control.  ... 
arXiv:2109.04786v3 fatcat:ny55qfhsnfduzcxyve5mylpr2m

Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance with Machine Learning

Szymon Szott, Katarzyna Kosek-Szott, Piotr Gawlowicz, Jorge Torres Gomez, Boris Bellalta, Anatolij Zubow, Falko Dressler
2022 IEEE Communications Surveys and Tutorials  
Much research has been published on using ML to improve Wi-Fi performance and solutions are slowly being adopted in existing deployments.  ...  Based on this review, we identify specific open challenges and provide general future research directions.  ...  For instance, based on the predicted traffic, APs can improve load balancing and admission control.  ... 
doi:10.1109/comst.2022.3179242 fatcat:sqmcwxuawrchjkaprnak4kawym

AFIN 2011 Committee AFIN Advisory Chairs AFIN 2011 Technical Program Committee

Jun Bi, Jun Bi, Petre Dini, Jun Bi, Florina Almenarez, Javier Barria, Jun Bi, Alessandro Bogliolo, Christos Bouras, Hakima Chaouchi, Telecom Sudparis, France (+45 others)
2011 Jelena Revzina   unpublished
In a heavily distributed network resources, handling asset and resource for distributing computing (autonomic, cloud, on-demand) and addressing management in the next IPv6/IPv4 mixed networks require special  ...  Different services have been developed and are going to grow based on future Internet mechanisms.  ...  We also gratefully thank the members of the AFIN 2011 organizing committee for their help in handling the logistics and for their work that is making this professional meeting a success.  ... 
fatcat:2l3imjqiffd4thbuynqwxozgae